Predrag Klasnja

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 37

Top Topics

Randomized Controlled Trial

Bipolar Disorder

Physical Activity

Top Venues

JMIR mHealth and uHealth

JMIR research protocols

Journal of medical Internet research

Circulation. Cardiovascular quality and outcomes

This page only lists publications with an associated author ORCID identifier.

Publications

Meelim Kim, Kevin Patrick, Camille Nebeker, Job Gideon Godino, Spencer Stein, Predrag Klasnja, Olga Perski, Clare Viglione, Aaron Coleman, Eric B Hekler
The Digital Therapeutics Real-World Evidence Framework: An Approach for Guiding Evidence-Based Digital Therapeutics Design, Development, Testing, and Monitoring. Journal of medical Internet research 26 (2024)
Jessica R Golbus, Jieru Shi, Kashvi Gupta, Rachel Stevens, V Swetha E Jeganathan, Evan Luff, Thomas Boyden, Bhramar Mukherjee, Sarah Kohnstamm, Vlad Taralunga, Vik Kheterpal, Sachin Kheterpal, Kenneth Resnicow, Susan A Murphy, Walter Dempsey, Predrag Klasnja, Brahmajee K Nallamothu
Text Messages to Promote Physical Activity in Patients With Cardiovascular Disease: A Micro-Randomized Trial of a Just-In-Time Adaptive Intervention. Circulation. Cardiovascular quality and outcomes 17 (7) (2024)
Jessica R Golbus, Jieru Shi, Kashvi Gupta, Rachel Stevens, V Swetha E Jeganathan, Evan Luff, Thomas Boyden, Bhramar Mukherjee, Sarah Kohnstamm, Vlad Taralunga, Vik Kheterpal, Sachin Kheterpal, Kenneth Resnicow, Susan A Murphy, Walter Dempsey, Predrag Klasnja, Brahmajee K Nallamothu
Text Messages to Promote Physical Activity in Patients With Cardiovascular Disease: A Micro-Randomized Trial of a Just-In-Time Adaptive Intervention. Circulation. Cardiovascular quality and outcomes (2024)
Jessica R Golbus, Jieru Shi, Kashvi Gupta, Rachel Stevens, V Swetha E Jeganathan, Evan Luff, Thomas Boyden, Bhramar Mukherjee, Sarah Kohnstamm, Vlad Taralunga, Vik Kheterpal, Sachin Kheterpal, Kenneth Resnicow, Susan A Murphy, Walter Dempsey, Predrag Klasnja, Brahmajee K Nallamothu
Text Messages to Promote Physical Activity in Patients With Cardiovascular Disease: A Micro-Randomized Trial of a Just-In-Time Adaptive Intervention. Circulation. Cardiovascular quality and outcomes 17 (7) (2024)
Meelim Kim, Kevin Patrick, Camille Nebeker, Job Gideon Godino, Spencer Stein, Predrag Klasnja, Olga Perski, Clare Viglione, Aaron Coleman, Eric B Hekler
The Digital Therapeutics Real-World Evidence Framework: An Approach for Guiding Evidence-Based Digital Therapeutics Design, Development, Testing, and Monitoring. Journal of medical Internet research 26 (2024)
Jessica R Golbus, Jieru Shi, Kashvi Gupta, Rachel Stevens, V Swetha E Jeganathan, Evan Luff, Thomas Boyden, Bhramar Mukherjee, Sarah Kohnstamm, Vlad Taralunga, Vik Kheterpal, Sachin Kheterpal, Kenneth Resnicow, Susan A Murphy, Walter Dempsey, Predrag Klasnja, Brahmajee K Nallamothu
Text Messages to Promote Physical Activity in Patients With Cardiovascular Disease: A Micro-Randomized Trial of a Just-In-Time Adaptive Intervention. Circulation. Cardiovascular quality and outcomes 17 (7) (2024)
Jessica R Golbus, Jieru Shi, Kashvi Gupta, Rachel Stevens, V Swetha E Jeganathan, Evan Luff, Thomas Boyden, Bhramar Mukherjee, Sarah Kohnstamm, Vlad Taralunga, Vik Kheterpal, Sachin Kheterpal, Kenneth Resnicow, Susan A Murphy, Walter Dempsey, Predrag Klasnja, Brahmajee K Nallamothu
Text Messages to Promote Physical Activity in Patients With Cardiovascular Disease: A Micro-Randomized Trial of a Just-In-Time Adaptive Intervention. Circulation. Cardiovascular quality and outcomes 17 (7) (2024)
Meelim Kim, Kevin Patrick, Camille Nebeker, Job Gideon Godino, Spencer Stein, Predrag Klasnja, Olga Perski, Clare Viglione, Aaron Coleman, Eric B Hekler
The Digital Therapeutics Real-World Evidence Framework: An Approach for Guiding Evidence-Based Digital Therapeutics Design, Development, Testing, and Monitoring. Journal of medical Internet research 26 (2024)
Meelim Kim, Kevin Patrick, Camille Nebeker, Job Gideon Godino, Spencer Stein, Predrag Klasnja, Olga Perski, Clare Viglione, Aaron Coleman, Eric B Hekler
The Digital Therapeutics Real-World Evidence Framework: An Approach for Guiding Evidence-Based Digital Therapeutics Design, Development, Testing, and Monitoring. Journal of medical Internet research 26 (2024)
Junghwan Park, Gregory J Norman, Predrag Klasnja, Daniel E Rivera, Eric B Hekler
Development and Validation of Multivariable Prediction Algorithms to Estimate Future Walking Behavior in Adults: Retrospective Cohort Study. JMIR mHealth and uHealth 11 (2023)
Junghwan Park, Meelim Kim, Mohamed El Mistiri, Rachael Kha, Sarasij Banerjee, Lisa Gotzian, Guillaume Chevance, Daniel E Rivera, Predrag Klasnja, Eric B Hekler
Advancing Understanding of Just-in-Time States for Supporting Physical Activity (Project JustWalk JITAI): Protocol for a System ID Study of Just-in-Time Adaptive Interventions. JMIR research protocols 12 (2023)
Jennifer B McClure, Jaimee L Heffner, Chloe Krakauer, Sophia Mun, Predrag Klasnja, Sheryl L Catz
Feasibility, Acceptability, and Potential Impact of a Novel mHealth App for Smokers Ambivalent About Quitting: Randomized Pilot Study. JMIR mHealth and uHealth 11 (2023)
Sonali R Mishra, Walter Dempsey, Predrag Klasnja
A Text Messaging Intervention for Priming the Affective Rewards of Exercise in Adults: Protocol for a Microrandomized Trial. JMIR research protocols 12 (2023)
Junghwan Park, Gregory J Norman, Predrag Klasnja, Daniel E Rivera, Eric B Hekler
Development and Validation of Multivariable Prediction Algorithms to Estimate Future Walking Behavior in Adults: Retrospective Cohort Study. JMIR mHealth and uHealth 11 (2023)
Analay Perez, Michael Derwin Fetters, John W Creswell, Mark W Scerbo, Frederick W Kron, Richard Gonzalez, Lawrence C An, Masahito Jimbo, Predrag Klasnja, Timothy C Guetterman
Enhancing Nonverbal Communication Through Virtual Human Technology: Protocol for a Mixed Methods Study. JMIR research protocols 12 (2023)
Jennifer B McClure, Jaimee L Heffner, Chloe Krakauer, Sophia Mun, Predrag Klasnja, Sheryl L Catz
Feasibility, Acceptability, and Potential Impact of a Novel mHealth App for Smokers Ambivalent About Quitting: Randomized Pilot Study. JMIR mHealth and uHealth 11 (2023)
Junghwan Park, Gregory J Norman, Predrag Klasnja, Daniel E Rivera, Eric B Hekler
Development and Validation of Multivariable Prediction Algorithms to Estimate Future Walking Behavior in Adults: Retrospective Cohort Study. JMIR mHealth and uHealth 11 (2023)
Junghwan Park, Gregory J Norman, Predrag Klasnja, Daniel E Rivera, Eric B Hekler
Development and Validation of Multivariable Prediction Algorithms to Estimate Future Walking Behavior in Adults: Retrospective Cohort Study. JMIR mHealth and uHealth 11 (2023)
Jennifer B McClure, Jaimee L Heffner, Chloe Krakauer, Sophia Mun, Predrag Klasnja, Sheryl L Catz
Feasibility, Acceptability, and Potential Impact of a Novel mHealth App for Smokers Ambivalent About Quitting: Randomized Pilot Study. JMIR mHealth and uHealth 11 (2023)
Junghwan Park, Gregory J Norman, Predrag Klasnja, Daniel E Rivera, Eric B Hekler
Development and Validation of Multivariable Prediction Algorithms to Estimate Future Walking Behavior in Adults: Retrospective Cohort Study. JMIR mHealth and uHealth 11 (2023)
A Jess Williams, Maureen Freed, Nikki Theofanopoulou, Claudia Daudén Roquet, Predrag Klasnja, James Jonathan Gross, Jessica Lee Schleider, Petr Slovak
Feasibility, Perceived Impact, and Acceptability of a Socially Assistive Robot to Support Emotion Regulation With Highly Anxious University Students: Mixed Methods Open Trial. JMIR mental health 10 (2023)
Junghwan Park, Gregory J Norman, Predrag Klasnja, Daniel E Rivera, Eric B Hekler
Development and Validation of Multivariable Prediction Algorithms to Estimate Future Walking Behavior in Adults: Retrospective Cohort Study. JMIR mHealth and uHealth 11 (2023)
Junghwan Park, Gregory J Norman, Predrag Klasnja, Daniel E Rivera, Eric B Hekler
Development and Validation of Multivariable Prediction Algorithms to Estimate Future Walking Behavior in Adults: Retrospective Cohort Study. JMIR mHealth and uHealth 11 (2023)
Jennifer B McClure, Jaimee L Heffner, Chloe Krakauer, Sophia Mun, Predrag Klasnja, Sheryl L Catz
Feasibility, Acceptability, and Potential Impact of a Novel mHealth App for Smokers Ambivalent About Quitting: Randomized Pilot Study. JMIR mHealth and uHealth 11 (2023)
Sy-Miin Chow, Inbal Nahum-Shani, Justin T Baker, Donna Spruijt-Metz, Nicholas B Allen, Ryan P Auerbach, Genevieve F Dunton, Naomi P Friedman, Stephen S Intille, Predrag Klasnja, Benjamin Marlin, Matthew K Nock, Scott L Rauch, Misha Pavel, Scott Vrieze, David W Wetter, Evan M Kleiman, Timothy R Brick, Heather Perry, Dana L Wolff-Hughes, null null
The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols. Translational behavioral medicine (2022)
Tianchen Qian, Ashley E Walton, Linda M Collins, Predrag Klasnja, Stephanie T Lanza, Inbal Nahum-Shani, Mashfiqui Rabbi, Michael A Russell, Maureen A Walton, Hyesun Yoo, Susan A Murphy
The microrandomized trial for developing digital interventions: Experimental design and data analysis considerations. Psychological methods 27 (5) (2022)
Donna Spruijt-Metz, Benjamin M Marlin, Misha Pavel, Daniel E Rivera, Eric Hekler, Steven De La Torre, Mohamed El Mistiri, Natalie M Golaszewski, Cynthia Li, Rebecca Braga De Braganca, Karine Tung, Rachael Kha, Predrag Klasnja
Advancing Behavioral Intervention and Theory Development for Mobile Health: The HeartSteps II Protocol. International journal of environmental research and public health 19 (4) (2022)
Lara N Coughlin, Inbal Nahum-Shani, Meredith L Philyaw-Kotov, Erin Elizabeth Bonar, Mashfiqui Rabbi, Predrag Klasnja, Susan A Murphy, Maureen A Walton
Developing an Adaptive Mobile Intervention to Address Risky Substance Use Among Adolescents and Emerging Adults: Usability Study. JMIR mHealth and uHealth 9 (1) (2021)
Stephanie P Goldstein, Fengqing Zhang, Predrag Klasnja, Adam Hoover, Rena R Wing, John Graham Thomas
Optimizing a Just-in-Time Adaptive Intervention to Improve Dietary Adherence in Behavioral Obesity Treatment: Protocol for a Microrandomized Trial. JMIR research protocols 10 (12) (2021)
Petr Slovak, Brett Q Ford, Sherri C Widen, Claudia Daudén Roquet, Nikki Theofanopoulou, James Jonathan Gross, Benjamin L Hankin, Predrag Klasnja
An In Situ, Child-Led Intervention to Promote Emotion Regulation Competence in Middle Childhood: Protocol for an Exploratory Randomized Controlled Trial. JMIR research protocols 10 (11) (2021)
Kelly Ann Ryan, Pallavi Babu, Rebecca E Easter, Erika F H Saunders, Andy Jinseok Lee, Predrag Klasnja, Lilia Verchinina, Valerie J Micol, Brent Doil, Melvin G McInnis, Amy M Kilbourne
A Smartphone App to Monitor Mood Symptoms in Bipolar Disorder: Development and Usability Study. JMIR mental health 7 (9) (2020)
Jaimee L Heffner, Sheryl L Catz, Predrag Klasnja, Brooks Tiffany, Jennifer B McClure
Development of a Mobile Health Intervention with Personal Experiments for Smokers Who Are Ambivalent About Quitting: Formative Design and Testing. JMIR formative research 4 (8) (2020)
Guillaume Chevance, Dario Baretta, Natalie M Golaszewski, Michelle Takemoto, Sama Shrestha, Sonia Jain, Daniel E Rivera, Predrag Klasnja, Eric Hekler
Goal setting and achievement for walking: A series of N-of-1 digital interventions. Health psychology : official journal of the Division of Health Psychology, American Psychological Association 40 (1) (2020)
Eric B Hekler, Daniel E Rivera, Cesar A Martin, Sayali S Phatak, Mohammad T Freigoun, Elizabeth Korinek, Predrag Klasnja, Marc A Adams, Matthew P Buman
Tutorial for Using Control Systems Engineering to Optimize Adaptive Mobile Health Interventions. Journal of medical Internet research 20 (6) (2018)
Mashfiqui Rabbi, Meredith L Philyaw-Kotov, Rebecca M Cunningham, Erin Elizabeth Bonar, Inbal Nahum-Shani, Predrag Klasnja, Maureen A Walton, Susan A Murphy
Toward Increasing Engagement in Substance Use Data Collection: Development of the Substance Abuse Research Assistant App and Protocol for a Microrandomized Trial Using Adolescents and Emerging Adults. JMIR research protocols 7 (7) (2018)
Jennifer B McClure, Jaimee L Heffner, Sarah D Hohl, Predrag Klasnja, Sheryl L Catz
Design Considerations for mHealth Programs Targeting Smokers Not Yet Ready to Quit: Results of a Sequential Mixed-Methods Study. JMIR mHealth and uHealth 5 (3) (2017)
Predrag Klasnja, Eric B Hekler, Saul Shiffman, Audrey Boruvka, Daniel Almirall, Ambuj Tewari, Susan A Murphy
Microrandomized trials: An experimental design for developing just-in-time adaptive interventions. Health psychology : official journal of the Division of Health Psychology, American Psychological Association (2016)